Data Preparation

Creating date and time field

EDA

Filling missing dates data with moving average

Feature Engineering

Used Frequency encoding for categorical features

Saving Final Cleaned Weather Data

Preprocessing the Test Data

Feature Engineering

Train Test Split

Feature Scaling

LSTM Modelling

Test Forecasting for the Month of October